Model Selection for Anomaly Detection

no code implementations • 12 Jul 2017 • Evgeny Burnaev, Pavel Erofeev, Dmitry Smolyakov

Anomaly detection based on one-class classification algorithms is broadly used in many applied domains like image processing (e. g. detection of whether a patient is "cancerous" or "healthy" from mammography image), network intrusion detection, etc.

Classification General Classification +3

One-Class SVM with Privileged Information and its Application to Malware Detection

no code implementations • 26 Sep 2016 • Evgeny Burnaev, Dmitry Smolyakov

A number of important applied problems in engineering, finance and medicine can be formulated as a problem of anomaly detection.

Classification General Classification +2